Josh Dillon, Last Revised January 2022
This notebook examines an individual antenna's performance over a whole season. This notebook parses information from each nightly rtp_summarynotebook (as saved to .csvs) and builds a table describing antenna performance. It also reproduces per-antenna plots from each auto_metrics notebook pertinent to the specific antenna.
import os
from IPython.display import display, HTML
display(HTML("<style>.container { width:100% !important; }</style>"))
# If you want to run this notebook locally, copy the output of the next cell into the next line of this cell.
# antenna = "54"
# csv_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/_rtp_summary_'
# auto_metrics_folder = '/lustre/aoc/projects/hera/H5C/H5C_Notebooks/auto_metrics_inspect'
# os.environ["ANTENNA"] = antenna
# os.environ["CSV_FOLDER"] = csv_folder
# os.environ["AUTO_METRICS_FOLDER"] = auto_metrics_folder
# Use environment variables to figure out path to the csvs and auto_metrics
antenna = os.environ["ANTENNA"]
csv_folder = os.environ["CSV_FOLDER"]
auto_metrics_folder = os.environ["AUTO_METRICS_FOLDER"]
print(f'antenna = "{antenna}"')
print(f'csv_folder = "{csv_folder}"')
print(f'auto_metrics_folder = "{auto_metrics_folder}"')
antenna = "163" csv_folder = "/home/obs/src/H5C_Notebooks/_rtp_summary_" auto_metrics_folder = "/home/obs/src/H5C_Notebooks/auto_metrics_inspect"
display(HTML(f'<h1 style=font-size:50px><u>Antenna {antenna} Report</u><p></p></h1>'))
import numpy as np
import pandas as pd
pd.set_option('display.max_rows', 1000)
import glob
import re
from hera_notebook_templates.utils import status_colors, Antenna
# load csvs and auto_metrics htmls in reverse chronological order
csvs = sorted(glob.glob(os.path.join(csv_folder, '*.csv')))[::-1]
print(f'Found {len(csvs)} csvs in {csv_folder}')
auto_metric_htmls = sorted(glob.glob(auto_metrics_folder + '/auto_metrics_inspect_*.html'))[::-1]
print(f'Found {len(auto_metric_htmls)} auto_metrics notebooks in {auto_metrics_folder}')
Found 95 csvs in /home/obs/src/H5C_Notebooks/_rtp_summary_ Found 91 auto_metrics notebooks in /home/obs/src/H5C_Notebooks/auto_metrics_inspect
# Per-season options
mean_round_modz_cut = 4
dead_cut = 0.4
crossed_cut = 0.0
def jd_to_summary_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/_rtp_summary_/rtp_summary_{jd}.html'
def jd_to_auto_metrics_url(jd):
return f'https://htmlpreview.github.io/?https://github.com/HERA-Team/H5C_Notebooks/blob/main/auto_metrics_inspect/auto_metrics_inspect_{jd}.html'
this_antenna = None
jds = []
# parse information about antennas and nodes
for csv in csvs:
df = pd.read_csv(csv)
for n in range(len(df)):
# Add this day to the antenna
row = df.loc[n]
antnum = row['Ant']
if antnum != int(antenna):
continue
if this_antenna is None:
this_antenna = Antenna(row['Ant'], row['Node'])
jd = [int(s) for s in re.split('_|\.', csv) if s.isdigit()][-1]
jds.append(jd)
this_antenna.add_day(jd, row)
break
# build dataframe
to_show = {'JDs': [f'<a href="{jd_to_summary_url(jd)}" target="_blank">{jd}</a>' for jd in jds]}
to_show['A Priori Status'] = [this_antenna.statuses[jd] for jd in jds]
df = pd.DataFrame(to_show)
# create bar chart columns for flagging percentages:
bar_cols = {}
bar_cols['Auto Metrics Flags'] = [this_antenna.auto_flags[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jee)'] = [this_antenna.dead_flags_Jee[jd] for jd in jds]
bar_cols[f'Dead Fraction in Ant Metrics (Jnn)'] = [this_antenna.dead_flags_Jnn[jd] for jd in jds]
bar_cols['Crossed Fraction in Ant Metrics'] = [this_antenna.crossed_flags[jd] for jd in jds]
bar_cols['Flag Fraction Before Redcal'] = [this_antenna.flags_before_redcal[jd] for jd in jds]
bar_cols['Flagged By Redcal chi^2 Fraction'] = [this_antenna.redcal_flags[jd] for jd in jds]
for col in bar_cols:
df[col] = bar_cols[col]
z_score_cols = {}
z_score_cols['ee Shape Modified Z-Score'] = [this_antenna.ee_shape_zs[jd] for jd in jds]
z_score_cols['nn Shape Modified Z-Score'] = [this_antenna.nn_shape_zs[jd] for jd in jds]
z_score_cols['ee Power Modified Z-Score'] = [this_antenna.ee_power_zs[jd] for jd in jds]
z_score_cols['nn Power Modified Z-Score'] = [this_antenna.nn_power_zs[jd] for jd in jds]
z_score_cols['ee Temporal Variability Modified Z-Score'] = [this_antenna.ee_temp_var_zs[jd] for jd in jds]
z_score_cols['nn Temporal Variability Modified Z-Score'] = [this_antenna.nn_temp_var_zs[jd] for jd in jds]
z_score_cols['ee Temporal Discontinuties Modified Z-Score'] = [this_antenna.ee_temp_discon_zs[jd] for jd in jds]
z_score_cols['nn Temporal Discontinuties Modified Z-Score'] = [this_antenna.nn_temp_discon_zs[jd] for jd in jds]
for col in z_score_cols:
df[col] = z_score_cols[col]
ant_metrics_cols = {}
ant_metrics_cols['Average Dead Ant Metric (Jee)'] = [this_antenna.Jee_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Dead Ant Metric (Jnn)'] = [this_antenna.Jnn_dead_metrics[jd] for jd in jds]
ant_metrics_cols['Average Crossed Ant Metric'] = [this_antenna.crossed_metrics[jd] for jd in jds]
for col in ant_metrics_cols:
df[col] = ant_metrics_cols[col]
redcal_cols = {}
redcal_cols['Median chi^2 Per Antenna (Jee)'] = [this_antenna.Jee_chisqs[jd] for jd in jds]
redcal_cols['Median chi^2 Per Antenna (Jnn)'] = [this_antenna.Jnn_chisqs[jd] for jd in jds]
for col in redcal_cols:
df[col] = redcal_cols[col]
# style dataframe
table = df.style.hide_index()\
.applymap(lambda val: f'background-color: {status_colors[val]}' if val in status_colors else '', subset=['A Priori Status']) \
.background_gradient(cmap='viridis', vmax=mean_round_modz_cut * 3, vmin=0, axis=None, subset=list(z_score_cols.keys())) \
.background_gradient(cmap='bwr_r', vmin=dead_cut-.25, vmax=dead_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.background_gradient(cmap='bwr_r', vmin=crossed_cut-.25, vmax=crossed_cut+.25, axis=0, subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.background_gradient(cmap='plasma', vmax=4, vmin=1, axis=None, subset=list(redcal_cols.keys())) \
.applymap(lambda val: 'font-weight: bold' if val < dead_cut else '', subset=list([col for col in ant_metrics_cols if 'dead' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val < crossed_cut else '', subset=list([col for col in ant_metrics_cols if 'crossed' in col.lower()])) \
.applymap(lambda val: 'font-weight: bold' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.applymap(lambda val: 'color: red' if val > mean_round_modz_cut else '', subset=list(z_score_cols.keys())) \
.bar(subset=list(bar_cols.keys()), vmin=0, vmax=1) \
.format({col: '{:,.4f}'.format for col in z_score_cols}) \
.format({col: '{:,.4f}'.format for col in ant_metrics_cols}) \
.format('{:,.2%}', na_rep='-', subset=list(bar_cols.keys())) \
.set_table_styles([dict(selector="th",props=[('max-width', f'70pt')])])
This table reproduces each night's row for this antenna from the RTP Summary notebooks. For more info on the columns, see those notebooks, linked in the JD column.
display(HTML(f'<h2>Antenna {antenna}, Node {this_antenna.node}:</h2>'))
HTML(table.render(render_links=True, escape=False))
| JDs | A Priori Status | Auto Metrics Flags | Dead Fraction in Ant Metrics (Jee) | Dead Fraction in Ant Metrics (Jnn) | Crossed Fraction in Ant Metrics | Flag Fraction Before Redcal | Flagged By Redcal chi^2 Fraction | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | Average Dead Ant Metric (Jee) | Average Dead Ant Metric (Jnn) | Average Crossed Ant Metric | Median chi^2 Per Antenna (Jee) | Median chi^2 Per Antenna (Jnn) |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2459594 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 24.32% | 0.322113 | -0.529406 | -0.757003 | -0.823214 | -1.518718 | -0.214551 | -1.145002 | -0.556332 | 0.8075 | 0.8046 | 0.2403 | 2.951274 | 2.837139 |
| 2459593 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.15% | 3.23% | -0.428887 | -1.122008 | -0.950286 | -0.824055 | -1.550561 | -0.189895 | -0.863025 | -0.427562 | 0.7516 | 0.7462 | 0.2462 | 2.150378 | 2.423804 |
| 2459592 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | 0.277747 | -0.828156 | -0.379459 | -0.807821 | -1.500355 | -0.649209 | -1.877637 | 0.429918 | 0.0443 | 0.0499 | 0.0093 | nan | nan |
| 2459591 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | -0.614488 | -1.288889 | -0.928041 | -0.236741 | -1.288039 | -0.067537 | -0.887564 | 0.593092 | 0.6920 | 0.6998 | 0.3610 | 1.886039 | 1.784897 |
| 2459590 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 1.62% | 0.00% | -0.143393 | -0.664617 | -1.029116 | -0.550263 | -1.261378 | 0.564780 | 0.389933 | 0.704907 | 0.6918 | 0.6985 | 0.3550 | 2.049689 | 1.889654 |
| 2459589 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 18.28% | -1.083963 | -1.197155 | -1.206775 | -0.745678 | -1.282522 | -0.232357 | -0.949256 | -0.709562 | 0.7358 | 0.7267 | 0.2782 | 1.726347 | 1.805824 |
| 2459588 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.69% | 0.00% | 0.180812 | -0.777451 | -1.066546 | -1.140635 | -1.047736 | -0.269817 | -0.961793 | -0.793679 | 0.7944 | 0.7738 | 0.2212 | 2.644985 | 2.535490 |
| 2459587 | digital_ok | 0.00% | - | - | - | 2.80% | 0.00% | -0.857183 | -0.905099 | -1.069040 | -0.652639 | 0.630509 | 0.139235 | -1.018493 | -0.132790 | nan | nan | nan | 1.014985 | 1.048923 |
| 2459586 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 7.03% | 0.00% | -0.627341 | 0.364045 | 0.320992 | 1.369400 | 0.120405 | 2.566169 | -0.076347 | 1.319006 | 0.6806 | 0.6891 | 0.3531 | 1.785661 | 1.715428 |
| 2459585 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 2.542178 | 6.124081 | 2.209475 | 3.758299 | 2.125972 | 5.066383 | 0.344647 | 3.733812 | 0.0494 | 0.0497 | 0.0054 | 0.000000 | 0.000000 |
| 2459584 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.171055 | -0.646913 | 2.095068 | 1.261064 | 0.150433 | 0.647924 | 0.415762 | 1.361311 | 0.6294 | 0.6379 | 0.3603 | 1.658061 | 1.425582 |
| 2459583 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.23% | 0.00% | -0.655973 | -0.860171 | 1.434477 | 0.984753 | -0.828676 | 1.667375 | 0.725090 | 2.651103 | 0.6929 | 0.7031 | 0.3727 | 1.718772 | 1.845923 |
| 2459582 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 2.70% | 0.00% | -0.254779 | -0.508141 | 1.104112 | 0.947201 | -0.543104 | 0.545944 | 0.267865 | 1.981096 | 0.6928 | 0.7019 | 0.3757 | 1.698375 | 1.753083 |
| 2459581 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.24% | 0.00% | 0.183244 | -0.823115 | 1.668052 | 0.589994 | -0.259652 | 0.767350 | 0.837719 | 2.844905 | 0.6993 | 0.7076 | 0.3722 | 1.721679 | 1.700924 |
| 2459580 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.266828 | -0.607869 | 1.084870 | 0.762056 | -0.464567 | 0.667224 | 3.612051 | 5.121906 | 0.6939 | 0.7019 | 0.3721 | 4.852531 | 4.545226 |
| 2459579 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.462096 | -0.395013 | 1.706043 | 1.395655 | -0.180205 | 0.361881 | 1.069944 | 1.936321 | 0.6870 | 0.6967 | 0.3748 | 0.000000 | 0.000000 |
| 2459578 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -1.037037 | -0.538570 | -0.377340 | -0.875050 | -1.276440 | 1.168328 | -0.148493 | 1.982073 | 0.0420 | 0.0874 | 0.0100 | nan | nan |
| 2459577 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 16.22% | -0.304242 | -0.954402 | 1.457360 | 0.622874 | 0.503017 | 0.647586 | 0.535216 | 2.629595 | 0.6886 | 0.6959 | 0.3771 | 1.753660 | 1.690911 |
| 2459576 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.84% | 0.00% | -0.160229 | -0.669338 | 1.226145 | 0.804189 | 0.840700 | 0.292398 | 0.125519 | 1.306918 | 0.7156 | 0.7243 | 0.3701 | 1.553765 | 1.563516 |
| 2459575 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | nan | nan | inf | inf | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459574 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.084190 | -0.280747 | 0.999421 | 0.603659 | 0.341890 | 1.779192 | -0.388453 | 0.019761 | 0.7114 | 0.7210 | 0.3655 | 1.607234 | 1.588264 |
| 2459573 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | 0.697157 | -0.595555 | 1.950939 | 1.317551 | 0.343612 | 2.281537 | 0.057729 | 1.869351 | 0.7099 | 0.7184 | 0.3697 | 1.675150 | 1.643476 |
| 2459572 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 3.78% | 0.00% | -0.120731 | -0.848475 | 0.969709 | 0.651815 | 0.054755 | 0.959584 | 0.211923 | 2.167702 | 0.7135 | 0.7230 | 0.3728 | 1.529646 | 1.642730 |
| 2459571 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | - | - | -0.929786 | -0.503609 | -0.557316 | -0.999008 | -1.858174 | 0.392001 | -0.468842 | 1.512108 | 0.0429 | 0.0833 | 0.0148 | nan | nan |
| 2459570 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.515167 | 0.622067 | 1.337261 | 0.953086 | 1.218421 | 0.933292 | 0.741586 | 1.218611 | 0.7101 | 0.7281 | 0.3568 | 1.334568 | 1.192712 |
| 2459569 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | 0.475256 | -0.647061 | 1.258154 | 0.868077 | 1.233586 | 1.583759 | 1.136477 | 0.842800 | 0.7904 | 0.7941 | 0.2215 | 2.287911 | 2.003731 |
| 2459566 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.32% | 0.00% | -0.433391 | -0.436650 | 1.691818 | 1.137746 | -0.110689 | 1.082364 | -0.473453 | 1.378524 | 0.7026 | 0.7161 | 0.3904 | 1.742293 | 1.745859 |
| 2459565 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | 0.042832 | 0.042832 | 0.026138 | 0.026138 | -0.845420 | -0.845420 | -0.928844 | -0.928844 | nan | nan | nan | 0.000000 | 0.000000 |
| 2459564 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.20% | 0.00% | -0.484840 | -0.371555 | 0.092897 | -0.245818 | 2.393667 | 2.266752 | 0.273258 | 1.177712 | 0.7246 | 0.7257 | 0.3847 | 1.702144 | 1.631306 |
| 2459563 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | 0.505827 | -0.716322 | -0.216666 | -0.869925 | -1.097495 | 0.231893 | 0.763347 | 2.381827 | 0.7193 | 0.7261 | 0.3761 | 1.886046 | 1.869003 |
| 2459562 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.361050 | 0.013357 | 1.047913 | 0.898618 | 0.742877 | 0.564148 | 0.445407 | 1.091725 | 0.7219 | 0.7310 | 0.3705 | 1.867964 | 1.701811 |
| 2459561 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.491656 | -0.149393 | 0.912019 | 0.668156 | 0.626513 | 1.210308 | 0.501137 | 1.005341 | 0.7174 | 0.7299 | 0.3711 | 1.810422 | 1.738460 |
| 2459560 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.263919 | -0.026215 | 1.080165 | 0.680663 | 1.073697 | 1.048955 | 0.468632 | 1.281414 | 0.7146 | 0.7245 | 0.3857 | 1.774380 | 1.636288 |
| 2459559 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.476587 | 0.056040 | 0.951762 | 0.608459 | 0.784944 | 0.650893 | 0.305654 | 0.912281 | 0.7162 | 0.7241 | 0.3750 | 1.771739 | 1.651851 |
| 2459558 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 13.98% | 0.00% | -0.236721 | -0.184168 | 1.341553 | 1.472424 | -0.497217 | 1.406768 | -0.407643 | 1.492186 | 0.7207 | 0.7240 | 0.3802 | 1.705818 | 1.563007 |
| 2459557 | digital_ok | - | 100.00% | 100.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0419 | 0.0646 | 0.0106 | nan | nan |
| 2459556 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.41% | 0.00% | 0.557242 | -0.224078 | 1.421318 | 1.571113 | -0.363718 | 1.289033 | -0.082334 | 2.103016 | 0.7140 | 0.7202 | 0.3793 | 1.728959 | 1.553031 |
| 2459554 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7238 | 0.7306 | 0.3847 | nan | nan |
| 2459553 | digital_ok | - | 0.00% | 0.00% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.7199 | 0.7259 | 0.3854 | nan | nan |
| 2459552 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 0.00% | -0.242187 | -1.055580 | 2.254312 | 1.146054 | -0.515151 | 1.294183 | -0.440448 | 1.208742 | 0.7264 | 0.7246 | 0.3864 | 1.509063 | 1.559343 |
| 2459551 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.38% | 0.00% | -0.411773 | -0.242630 | 1.134061 | 0.730479 | 0.805404 | 1.413617 | 0.243307 | 0.966300 | 0.7211 | 0.7241 | 0.3818 | 1.852444 | 1.685162 |
| 2459550 | digital_ok | - | 97.53% | 97.53% | 0.00% | - | - | nan | nan | nan | nan | nan | nan | nan | nan | 0.0529 | 0.0631 | 0.0059 | nan | nan |
| 2459549 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.86% | 3.24% | -0.065423 | -0.782221 | 1.701550 | 1.115653 | -0.574403 | 1.186047 | 0.003389 | 1.667602 | 0.7165 | 0.7182 | 0.3910 | 1.947135 | 1.757238 |
| 2459542 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 22.32% | 0.00% | 0.058867 | -1.437838 | 1.087812 | -0.782736 | 0.666546 | 1.451163 | -0.158725 | 1.952819 | 0.7655 | 0.7613 | 0.3449 | 1.822752 | 1.644400 |
| 2459541 | digital_ok | 0.00% | 1.79% | 1.79% | 0.00% | 21.88% | 0.00% | -0.545194 | -1.121185 | 1.464870 | 0.800449 | 3.335076 | 0.675609 | 0.945248 | 1.315565 | 0.7568 | 0.7503 | 0.3126 | 1.698428 | 1.583755 |
| 2459540 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.88% | 0.45% | -0.258742 | 0.040531 | 0.771074 | 0.697170 | -0.209914 | 0.330851 | 0.672068 | 1.802480 | 0.7686 | 0.7675 | 0.3284 | 1.672958 | 1.561770 |
| 2459536 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.839913 | -0.308414 | 3.040827 | 2.039571 | 0.416361 | 1.379056 | 1.959034 | 4.765534 | 0.7499 | 0.7503 | 0.4010 | 4.966293 | 4.231479 |
| 2459535 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 21.43% | 0.00% | -0.196203 | -0.066661 | 0.853764 | 0.567153 | 0.001453 | -0.431322 | 0.516147 | 2.108013 | 0.8002 | 0.7905 | 0.3401 | 1.859042 | 1.656180 |
| 2459534 | digital_ok | 100.00% | 98.66% | 98.66% | 0.00% | 100.00% | 0.00% | 4.319018 | 4.265910 | 0.030113 | -0.140496 | 2.416978 | 4.345960 | 8.982655 | 8.800974 | 0.0654 | 0.0691 | 0.0128 | 1.206652 | 1.209263 |
| 2459533 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.89% | 0.00% | -0.715139 | -0.566014 | 1.224069 | 0.673019 | -0.319296 | 0.075663 | -0.121689 | 2.527080 | 0.7402 | 0.7422 | 0.3844 | 1.745248 | 1.662438 |
| 2459532 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 5.00% | 0.00% | -0.631353 | -0.187711 | 2.006894 | 1.495765 | -0.647905 | 0.635171 | -0.222377 | 1.452838 | 0.7451 | 0.7491 | 0.3822 | 1.734215 | 1.671490 |
| 2459530 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 4.73% | 0.00% | -0.368194 | -0.152270 | 0.783171 | 0.483394 | 0.581443 | 1.087372 | 1.925879 | 2.644510 | 0.7621 | 0.7590 | 0.3745 | 1.764131 | 1.685479 |
| 2459527 | digital_ok | 0.00% | - | - | - | 100.00% | 0.00% | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | nan | 0.000000 | 0.000000 |
| 2459524 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 1.028093 | 0.166957 | 2.046826 | 1.125811 | 2.036438 | 0.738912 | 1.460969 | 3.230952 | 0.9123 | 0.9417 | 0.2878 | 0.000000 | 0.000000 |
| 2459523 | digital_ok | 100.00% | - | - | - | 100.00% | 0.00% | 0.487903 | -0.758362 | 2.998083 | 1.234091 | 0.865315 | 3.889638 | 0.880537 | 2.390666 | nan | nan | nan | 5.816629 | 4.921219 |
| 2459522 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.00% | 0.232546 | -0.327999 | 2.139067 | 0.749095 | 0.068797 | -0.257176 | 1.508460 | 1.899384 | 0.7249 | 0.7131 | 0.3080 | 2.048880 | 1.985128 |
| 2459513 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | - | - | -0.921520 | -0.637179 | -0.311792 | -0.741792 | -0.772571 | 2.529719 | 1.107442 | 3.729036 | 0.0367 | 0.0488 | 0.0067 | nan | nan |
| 2459508 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 81.58% | 0.00% | 0.399116 | 1.109817 | 1.434966 | 1.094563 | 0.540190 | 0.782722 | 1.301053 | 1.521850 | 0.9240 | 0.9511 | 0.1539 | 0.000000 | 0.000000 |
| 2459505 | digital_ok | 100.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | -0.051868 | 1.104791 | 1.572664 | 1.567750 | -0.471179 | 2.556138 | 1.553538 | 10.345188 | 0.0702 | 0.0873 | 0.0043 | 1.345147 | 1.346998 |
| 2459503 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | 0.906111 | 0.454694 | 2.050948 | 1.067674 | 2.844865 | 2.463335 | 1.653664 | 10.518430 | 0.8835 | 0.8825 | 0.4181 | 0.000000 | 0.000000 |
| 2459501 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.337601 | 0.418468 | 1.153032 | 0.942291 | -0.206428 | -0.073187 | 0.377511 | 2.430415 | 0.1456 | 0.1303 | 0.0241 | 0.000000 | 0.000000 |
| 2459500 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 0.678010 | 0.245481 | 1.015166 | 0.816055 | 1.259280 | 0.754319 | -0.372765 | 1.994606 | 0.1535 | 0.1543 | 0.0246 | 0.000000 | 0.000000 |
| 2459499 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.292789 | 0.688929 | 1.850824 | 1.295091 | 1.664617 | 1.056270 | 0.586763 | 1.828256 | 0.1293 | 0.1357 | 0.0115 | 0.000000 | 0.000000 |
| 2459498 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.256587 | 0.174409 | 1.547235 | 0.670920 | 1.594420 | 0.089809 | 0.831380 | 1.182234 | 0.1346 | 0.1441 | 0.0257 | 0.000000 | 0.000000 |
| 2459497 | digital_ok | 0.00% | 100.00% | 100.00% | 0.00% | 100.00% | 0.00% | 1.275658 | 0.188236 | 1.258596 | 0.400214 | 1.419279 | -0.153834 | 0.387336 | 0.889859 | 0.1553 | 0.1912 | 0.0269 | 0.000000 | 0.000000 |
| 2459496 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 1.725919 | 0.458724 | 1.620566 | 0.798766 | 1.690542 | 0.324590 | 0.034179 | 0.773327 | 0.9191 | 0.9279 | 0.3547 | 0.000000 | 0.000000 |
| 2459495 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 1.302283 | 0.097650 | 1.527559 | 0.624288 | 1.431553 | 0.178861 | -0.031707 | 0.614454 | 0.9159 | 0.9238 | 0.3901 | 0.000000 | 0.000000 |
| 2459494 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 94.74% | 0.00% | 2.052575 | 1.019529 | 1.817914 | 1.288244 | 1.238016 | 0.575231 | 1.845355 | 1.499636 | 0.9014 | 0.9139 | 0.4044 | 0.000000 | 0.000000 |
| 2459492 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 50.00% | 0.00% | 0.066760 | -0.543923 | 1.218563 | 0.085846 | -0.244518 | 0.528526 | 1.685516 | 2.051840 | 0.7578 | 0.8054 | 0.3265 | 0.359336 | 0.332666 |
| 2459491 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.487179 | 0.026389 | 1.749252 | 0.443402 | 0.679865 | 2.305056 | -0.376146 | 6.176857 | 0.7977 | 0.8203 | 0.2589 | 3.246019 | 3.397233 |
| 2459490 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | 0.105004 | -0.401333 | 1.336074 | -0.536809 | -0.018011 | 1.442858 | -0.300434 | 1.672764 | 0.7508 | 0.8057 | 0.3664 | 1.977740 | 1.783215 |
| 2459489 | digital_ok | 0.00% | 0.00% | 0.00% | 0.00% | 47.37% | 0.00% | -0.319086 | -0.684692 | 1.499205 | 0.072077 | -0.007795 | 0.437564 | 0.341333 | 2.312957 | 0.7696 | 0.8131 | 0.3206 | 1.853495 | 1.677193 |
| 2459488 | digital_ok | 100.00% | 0.00% | 0.00% | 0.00% | 100.00% | 0.00% | -0.093623 | -0.760593 | 1.359229 | 0.433212 | -0.083489 | 2.927830 | 0.647980 | 4.706882 | 0.7712 | 0.8153 | 0.3462 | 0.000000 | 0.000000 |
auto_metrics notebooks.¶html_to_display = ''
for am_html in auto_metric_htmls:
# read html into a list of lines
with open(am_html) as f:
lines = f.readlines()
# find section with this antenna's metric plots and add to html_to_display
jd = [int(s) for s in re.split('_|\.', am_html) if s.isdigit()][-1]
try:
section_start_line = lines.index(f'<h2>Antenna {antenna}: {jd}</h2>\n')
except ValueError:
continue
html_to_display += lines[section_start_line].replace(str(jd), f'<a href="{jd_to_auto_metrics_url(jd)}" target="_blank">{jd}</a>')
for line in lines[section_start_line + 1:]:
html_to_display += line
if '<hr' in line:
break
These figures are reproduced from auto_metrics notebooks. For more info on the specific plots and metrics, see those notebooks (linked at the JD).
HTML(html_to_display)
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.383548 | -0.401773 | -0.520164 | -0.570845 | -0.978456 | -0.766930 | -1.475093 | 1.383548 | -0.571246 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 3.766262 | -0.771200 | -0.476824 | -0.835225 | -0.562127 | 0.118515 | -1.940088 | 3.766262 | -0.422387 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 0.680829 | -0.184236 | -0.640623 | -0.827489 | -0.408599 | -1.788446 | 0.680829 | -0.184875 | 0.549426 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.872823 | -0.561081 | -0.476263 | -0.603693 | -0.951794 | -0.007012 | -1.759376 | 1.872823 | -0.498216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.582513 | -0.321692 | -0.686656 | -0.653385 | -0.506839 | -1.056333 | 0.546413 | -0.675486 | 1.582513 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 0.597632 | 0.597632 | -0.426647 | -0.924180 | -0.679491 | -1.097180 | 0.384869 | -0.011575 | 0.480344 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 2.078979 | -0.531782 | -0.929840 | -0.983304 | -0.912236 | -0.081796 | 2.078979 | -1.094851 | -0.289523 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.659619 | -0.542990 | -0.602325 | -0.938689 | -0.716425 | -1.481458 | 0.673576 | -1.147878 | 1.659619 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | -0.055782 | -0.277098 | -0.454681 | -0.865655 | -0.769465 | -1.583412 | -0.279080 | -1.007229 | -0.055782 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.588802 | -0.678701 | -0.570406 | -0.686830 | -0.944944 | -0.780806 | -1.646732 | 0.588802 | -0.972615 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.030430 | -0.746358 | -0.553856 | -0.666349 | -0.897852 | -0.540224 | -1.566772 | 1.030430 | 0.375201 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.229703 | -0.621423 | -0.344929 | -0.612166 | -0.883638 | -0.508433 | -1.190454 | 1.229703 | -0.614496 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 0.698998 | 0.698998 | -0.506031 | -0.229188 | -0.796825 | -0.148645 | 0.111150 | -1.401229 | 0.167643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.900033 | -0.615543 | -0.750345 | -0.930614 | -0.650030 | -1.526130 | 0.729256 | -0.438054 | 0.900033 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.823277 | 0.650926 | 0.105888 | -0.882773 | -0.715112 | -0.077174 | 0.224603 | 0.731687 | 0.823277 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.537044 | -0.758060 | -0.687487 | -0.637303 | -1.148515 | -0.712513 | -1.477373 | 1.537044 | -0.710479 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.066851 | -0.172579 | -0.807543 | -0.726536 | -1.031977 | -1.250893 | 0.688773 | -0.395086 | 1.066851 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.545238 | -0.915792 | -0.237527 | -1.135374 | -1.056770 | -0.644849 | -1.397357 | 2.545238 | -0.309821 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.255291 | -0.812787 | 0.012456 | -0.865594 | -0.666720 | -0.558051 | -1.257126 | 1.255291 | -0.516544 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 0.316266 | -0.753561 | -0.136917 | -0.807076 | -0.912598 | 0.316266 | -1.283460 | -1.060956 | -0.908051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 0.322113 | 0.322113 | -0.529406 | -0.757003 | -0.823214 | -1.518718 | -0.214551 | -1.145002 | -0.556332 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | -0.189895 | -0.428887 | -1.122008 | -0.950286 | -0.824055 | -1.550561 | -0.189895 | -0.863025 | -0.427562 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.429918 | -0.828156 | 0.277747 | -0.807821 | -0.379459 | -0.649209 | -1.500355 | 0.429918 | -1.877637 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.593092 | -1.288889 | -0.614488 | -0.236741 | -0.928041 | -0.067537 | -1.288039 | 0.593092 | -0.887564 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 0.704907 | -0.143393 | -0.664617 | -1.029116 | -0.550263 | -1.261378 | 0.564780 | 0.389933 | 0.704907 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | -0.232357 | -1.197155 | -1.083963 | -0.745678 | -1.206775 | -0.232357 | -1.282522 | -0.709562 | -0.949256 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 0.180812 | 0.180812 | -0.777451 | -1.066546 | -1.140635 | -1.047736 | -0.269817 | -0.961793 | -0.793679 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Variability | 0.630509 | -0.905099 | -0.857183 | -0.652639 | -1.069040 | 0.139235 | 0.630509 | -0.132790 | -1.018493 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 2.566169 | -0.627341 | 0.364045 | 0.320992 | 1.369400 | 0.120405 | 2.566169 | -0.076347 | 1.319006 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Shape | 6.124081 | 2.542178 | 6.124081 | 2.209475 | 3.758299 | 2.125972 | 5.066383 | 0.344647 | 3.733812 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 2.095068 | 0.171055 | -0.646913 | 2.095068 | 1.261064 | 0.150433 | 0.647924 | 0.415762 | 1.361311 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.651103 | -0.655973 | -0.860171 | 1.434477 | 0.984753 | -0.828676 | 1.667375 | 0.725090 | 2.651103 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.981096 | -0.508141 | -0.254779 | 0.947201 | 1.104112 | 0.545944 | -0.543104 | 1.981096 | 0.267865 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.844905 | 0.183244 | -0.823115 | 1.668052 | 0.589994 | -0.259652 | 0.767350 | 0.837719 | 2.844905 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 5.121906 | -0.607869 | 0.266828 | 0.762056 | 1.084870 | 0.667224 | -0.464567 | 5.121906 | 3.612051 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.936321 | 0.462096 | -0.395013 | 1.706043 | 1.395655 | -0.180205 | 0.361881 | 1.069944 | 1.936321 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.982073 | -1.037037 | -0.538570 | -0.377340 | -0.875050 | -1.276440 | 1.168328 | -0.148493 | 1.982073 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.629595 | -0.954402 | -0.304242 | 0.622874 | 1.457360 | 0.647586 | 0.503017 | 2.629595 | 0.535216 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.306918 | -0.669338 | -0.160229 | 0.804189 | 1.226145 | 0.292398 | 0.840700 | 1.306918 | 0.125519 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Shape | nan | nan | nan | inf | inf | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 1.779192 | 0.084190 | -0.280747 | 0.999421 | 0.603659 | 0.341890 | 1.779192 | -0.388453 | 0.019761 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 2.281537 | -0.595555 | 0.697157 | 1.317551 | 1.950939 | 2.281537 | 0.343612 | 1.869351 | 0.057729 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.167702 | -0.848475 | -0.120731 | 0.651815 | 0.969709 | 0.959584 | 0.054755 | 2.167702 | 0.211923 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.512108 | -0.503609 | -0.929786 | -0.999008 | -0.557316 | 0.392001 | -1.858174 | 1.512108 | -0.468842 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 1.337261 | 0.515167 | 0.622067 | 1.337261 | 0.953086 | 1.218421 | 0.933292 | 0.741586 | 1.218611 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 1.583759 | -0.647061 | 0.475256 | 0.868077 | 1.258154 | 1.583759 | 1.233586 | 0.842800 | 1.136477 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 1.691818 | -0.436650 | -0.433391 | 1.137746 | 1.691818 | 1.082364 | -0.110689 | 1.378524 | -0.473453 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Shape | 0.042832 | 0.042832 | 0.042832 | 0.026138 | 0.026138 | -0.845420 | -0.845420 | -0.928844 | -0.928844 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Variability | 2.393667 | -0.484840 | -0.371555 | 0.092897 | -0.245818 | 2.393667 | 2.266752 | 0.273258 | 1.177712 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.381827 | 0.505827 | -0.716322 | -0.216666 | -0.869925 | -1.097495 | 0.231893 | 0.763347 | 2.381827 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.091725 | -0.361050 | 0.013357 | 1.047913 | 0.898618 | 0.742877 | 0.564148 | 0.445407 | 1.091725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 1.210308 | -0.491656 | -0.149393 | 0.912019 | 0.668156 | 0.626513 | 1.210308 | 0.501137 | 1.005341 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.281414 | -0.263919 | -0.026215 | 1.080165 | 0.680663 | 1.073697 | 1.048955 | 0.468632 | 1.281414 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 0.951762 | -0.476587 | 0.056040 | 0.951762 | 0.608459 | 0.784944 | 0.650893 | 0.305654 | 0.912281 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.492186 | -0.184168 | -0.236721 | 1.472424 | 1.341553 | 1.406768 | -0.497217 | 1.492186 | -0.407643 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.103016 | -0.224078 | 0.557242 | 1.571113 | 1.421318 | 1.289033 | -0.363718 | 2.103016 | -0.082334 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 2.254312 | -1.055580 | -0.242187 | 1.146054 | 2.254312 | 1.294183 | -0.515151 | 1.208742 | -0.440448 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 1.413617 | -0.242630 | -0.411773 | 0.730479 | 1.134061 | 1.413617 | 0.805404 | 0.966300 | 0.243307 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 1.701550 | -0.065423 | -0.782221 | 1.701550 | 1.115653 | -0.574403 | 1.186047 | 0.003389 | 1.667602 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.952819 | -1.437838 | 0.058867 | -0.782736 | 1.087812 | 1.451163 | 0.666546 | 1.952819 | -0.158725 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Variability | 3.335076 | -1.121185 | -0.545194 | 0.800449 | 1.464870 | 0.675609 | 3.335076 | 1.315565 | 0.945248 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.802480 | 0.040531 | -0.258742 | 0.697170 | 0.771074 | 0.330851 | -0.209914 | 1.802480 | 0.672068 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 4.765534 | -0.308414 | -0.839913 | 2.039571 | 3.040827 | 1.379056 | 0.416361 | 4.765534 | 1.959034 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.108013 | -0.196203 | -0.066661 | 0.853764 | 0.567153 | 0.001453 | -0.431322 | 0.516147 | 2.108013 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Discontinuties | 8.982655 | 4.265910 | 4.319018 | -0.140496 | 0.030113 | 4.345960 | 2.416978 | 8.800974 | 8.982655 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.527080 | -0.715139 | -0.566014 | 1.224069 | 0.673019 | -0.319296 | 0.075663 | -0.121689 | 2.527080 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 2.006894 | -0.631353 | -0.187711 | 2.006894 | 1.495765 | -0.647905 | 0.635171 | -0.222377 | 1.452838 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.644510 | -0.152270 | -0.368194 | 0.483394 | 0.783171 | 1.087372 | 0.581443 | 2.644510 | 1.925879 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Shape | nan | nan | nan | nan | nan | nan | nan | nan | nan |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 3.230952 | 1.028093 | 0.166957 | 2.046826 | 1.125811 | 2.036438 | 0.738912 | 1.460969 | 3.230952 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Variability | 3.889638 | 0.487903 | -0.758362 | 2.998083 | 1.234091 | 0.865315 | 3.889638 | 0.880537 | 2.390666 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 2.139067 | -0.327999 | 0.232546 | 0.749095 | 2.139067 | -0.257176 | 0.068797 | 1.899384 | 1.508460 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 3.729036 | -0.637179 | -0.921520 | -0.741792 | -0.311792 | 2.529719 | -0.772571 | 3.729036 | 1.107442 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.521850 | 1.109817 | 0.399116 | 1.094563 | 1.434966 | 0.782722 | 0.540190 | 1.521850 | 1.301053 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 6.984874 | 1.133523 | 0.973607 | 2.871419 | 1.935012 | 1.525308 | 0.690623 | 1.362979 | 6.984874 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 10.345188 | 1.104791 | -0.051868 | 1.567750 | 1.572664 | 2.556138 | -0.471179 | 10.345188 | 1.553538 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 10.518430 | 0.906111 | 0.454694 | 2.050948 | 1.067674 | 2.844865 | 2.463335 | 1.653664 | 10.518430 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.430415 | 0.337601 | 0.418468 | 1.153032 | 0.942291 | -0.206428 | -0.073187 | 0.377511 | 2.430415 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.994606 | 0.678010 | 0.245481 | 1.015166 | 0.816055 | 1.259280 | 0.754319 | -0.372765 | 1.994606 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 1.850824 | 0.688929 | 1.292789 | 1.295091 | 1.850824 | 1.056270 | 1.664617 | 1.828256 | 0.586763 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Variability | 1.594420 | 1.256587 | 0.174409 | 1.547235 | 0.670920 | 1.594420 | 0.089809 | 0.831380 | 1.182234 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Temporal Variability | 1.419279 | 0.188236 | 1.275658 | 0.400214 | 1.258596 | -0.153834 | 1.419279 | 0.889859 | 0.387336 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 1.725919 | 1.725919 | 0.458724 | 1.620566 | 0.798766 | 1.690542 | 0.324590 | 0.034179 | 0.773327 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Power | 1.527559 | 1.302283 | 0.097650 | 1.527559 | 0.624288 | 1.431553 | 0.178861 | -0.031707 | 0.614454 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | ee Shape | 2.052575 | 1.019529 | 2.052575 | 1.288244 | 1.817914 | 0.575231 | 1.238016 | 1.499636 | 1.845355 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.051840 | -0.543923 | 0.066760 | 0.085846 | 1.218563 | 0.528526 | -0.244518 | 2.051840 | 1.685516 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 6.176857 | -0.487179 | 0.026389 | 1.749252 | 0.443402 | 0.679865 | 2.305056 | -0.376146 | 6.176857 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | nn Shape Modified Z-Score | ee Shape Modified Z-Score | nn Power Modified Z-Score | ee Power Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Discontinuties Modified Z-Score | ee Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 1.672764 | -0.401333 | 0.105004 | -0.536809 | 1.336074 | 1.442858 | -0.018011 | 1.672764 | -0.300434 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 2.312957 | -0.319086 | -0.684692 | 1.499205 | 0.072077 | -0.007795 | 0.437564 | 0.341333 | 2.312957 |
| Ant | Node | A Priori Status | Worst Metric | Worst Modified Z-Score | ee Shape Modified Z-Score | nn Shape Modified Z-Score | ee Power Modified Z-Score | nn Power Modified Z-Score | ee Temporal Variability Modified Z-Score | nn Temporal Variability Modified Z-Score | ee Temporal Discontinuties Modified Z-Score | nn Temporal Discontinuties Modified Z-Score |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 163 | 14 | digital_ok | nn Temporal Discontinuties | 4.706882 | -0.093623 | -0.760593 | 1.359229 | 0.433212 | -0.083489 | 2.927830 | 0.647980 | 4.706882 |